| Number of Variables | 15 |
|---|---|
| Number of Rows | 381109 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 142.5 MB |
| Average Row Size in Memory | 392.0 B |
| Variable Types |
|
| id is uniformly distributed | Uniform |
|---|---|
| age is skewed | Skewed |
| region_code is skewed | Skewed |
| policy_sales_channel is skewed | Skewed |
| annual_premium is skewed | Skewed |
| premium_per_vintage is skewed | Skewed |
| premium_per_age is skewed | Skewed |
| response has constant length 1 | Constant Length |
| insurance_age has constant length 1 | Constant Length |
numerical
| Approximate Distinct Count | 381109 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5.8 MB |
| Mean | 190555 |
| Minimum | 1 |
| Maximum | 381109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 19232.1 |
| Q1 | 95472 |
| Median | 190647 |
| Q3 | 286115.5 |
| 95-th Percentile | 362149.2 |
| Maximum | 381109 |
| Range | 381108 |
| IQR | 190643.5 |
| Mean | 190555 |
|---|---|
| Standard Deviation | 110016.8362 |
| Variance | 1.2104e+10 |
| Sum | 7.2622e+10 |
| Skewness | -2.8277e-19 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.5773 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 25.4 MB |
| Mean | 4.9185 |
|---|---|
| Standard Deviation | 0.9967 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 6 |
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Female |
| Count | 1874476 |
|---|---|
| Lowercase Letter | 1493367 |
| Space Separator | 0 |
| Uppercase Letter | 381109 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 66 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5.8 MB |
| Mean | 38.8226 |
| Minimum | 20 |
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 20 |
|---|---|
| 5-th Percentile | 21 |
| Q1 | 25 |
| Median | 36 |
| Q3 | 49 |
| 95-th Percentile | 69 |
| Maximum | 85 |
| Range | 65 |
| IQR | 24 |
| Mean | 38.8226 |
|---|---|
| Standard Deviation | 15.5116 |
| Variance | 240.6101 |
| Sum | 1.4796e+07 |
| Skewness | 0.6725 |
| Kurtosis | -0.5657 |
| Coefficient of Variation | 0.3996 |
numerical
| Approximate Distinct Count | 53 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5.8 MB |
| Mean | 26.3888 |
| Minimum | 0 |
| Maximum | 52 |
| Zeros | 2021 |
| Zeros (%) | 0.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 5 |
| Q1 | 15 |
| Median | 28 |
| Q3 | 35 |
| 95-th Percentile | 47 |
| Maximum | 52 |
| Range | 52 |
| IQR | 20 |
| Mean | 26.3888 |
|---|---|
| Standard Deviation | 13.2299 |
| Variance | 175.0299 |
| Sum | 1.0057e+07 |
| Skewness | -0.1153 |
| Kurtosis | -0.8679 |
| Coefficient of Variation | 0.5013 |
numerical
| Approximate Distinct Count | 155 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5.8 MB |
| Mean | 112.0343 |
| Minimum | 1 |
| Maximum | 163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 26 |
| Q1 | 26 |
| Median | 133 |
| Q3 | 152 |
| 95-th Percentile | 160 |
| Maximum | 163 |
| Range | 162 |
| IQR | 126 |
| Mean | 112.0343 |
|---|---|
| Standard Deviation | 54.204 |
| Variance | 2938.073 |
| Sum | 4.2697e+07 |
| Skewness | -0.9 |
| Kurtosis | -0.9708 |
| Coefficient of Variation | 0.4838 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 24.7 MB |
| Mean | 2.9979 |
|---|---|
| Standard Deviation | 0.04611 |
| Median | 3 |
| Minimum | 2 |
| Maximum | 3 |
| 1st row | Yes |
|---|---|
| 2nd row | Yes |
| 3rd row | Yes |
| 4th row | Yes |
| 5th row | Yes |
| Count | 1142515 |
|---|---|
| Lowercase Letter | 761406 |
| Space Separator | 0 |
| Uppercase Letter | 381109 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 28.8 MB |
| Mean | 14.1025 |
|---|---|
| Standard Deviation | 1.9974 |
| Median | 16 |
| Minimum | 12 |
| Maximum | 16 |
| 1st row | between_1_2_year |
|---|---|
| 2nd row | between_1_2_year |
| 3rd row | between_1_2_year |
| 4th row | between_1_2_year |
| 5th row | below_1_year |
| Count | 3830613 |
|---|---|
| Lowercase Letter | 3830613 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 581425 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 24.5 MB |
| Mean | 2.5049 |
|---|---|
| Standard Deviation | 0.5 |
| Median | 3 |
| Minimum | 2 |
| Maximum | 3 |
| 1st row | Yes |
|---|---|
| 2nd row | Yes |
| 3rd row | Yes |
| 4th row | Yes |
| 5th row | No |
| Count | 954631 |
|---|---|
| Lowercase Letter | 573522 |
| Space Separator | 0 |
| Uppercase Letter | 381109 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 24.5 MB |
| Mean | 2.4582 |
|---|---|
| Standard Deviation | 0.4983 |
| Median | 2 |
| Minimum | 2 |
| Maximum | 3 |
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | No |
| 5th row | Yes |
| Count | 936846 |
|---|---|
| Lowercase Letter | 555737 |
| Space Separator | 0 |
| Uppercase Letter | 381109 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 48838 |
|---|---|
| Approximate Unique (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5.8 MB |
| Mean | 30564.3896 |
| Minimum | 2630 |
| Maximum | 540165 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2630 |
|---|---|
| 5-th Percentile | 2630 |
| Q1 | 24449 |
| Median | 31721 |
| Q3 | 39493.5 |
| 95-th Percentile | 55209 |
| Maximum | 540165 |
| Range | 537535 |
| IQR | 15044.5 |
| Mean | 30564.3896 |
|---|---|
| Standard Deviation | 17213.1551 |
| Variance | 2.9629e+08 |
| Sum | 1.1648e+10 |
| Skewness | 1.7661 |
| Kurtosis | 34.0041 |
| Coefficient of Variation | 0.5632 |
numerical
| Approximate Distinct Count | 290 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5.8 MB |
| Mean | 154.3474 |
| Minimum | 10 |
| Maximum | 299 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10 |
|---|---|
| 5-th Percentile | 24 |
| Q1 | 82 |
| Median | 154 |
| Q3 | 227 |
| 95-th Percentile | 285 |
| Maximum | 299 |
| Range | 289 |
| IQR | 145 |
| Mean | 154.3474 |
|---|---|
| Standard Deviation | 83.6713 |
| Variance | 7000.8871 |
| Sum | 5.8823e+07 |
| Skewness | 0.00303 |
| Kurtosis | -1.2007 |
| Coefficient of Variation | 0.5421 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 24.0 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 381109 |
numerical
| Approximate Distinct Count | 302632 |
|---|---|
| Approximate Unique (%) | 79.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5.8 MB |
| Mean | 363.7404 |
| Minimum | 8.796 |
| Maximum | 33717.2857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 8.796 |
|---|---|
| 5-th Percentile | 12.2897 |
| Q1 | 117.5572 |
| Median | 195.6269 |
| Q3 | 376.2297 |
| 95-th Percentile | 1347.5896 |
| Maximum | 33717.2857 |
| Range | 33708.4897 |
| IQR | 258.6725 |
| Mean | 363.7404 |
|---|---|
| Standard Deviation | 548.6531 |
| Variance | 301020.2488 |
| Sum | 1.3862e+08 |
| Skewness | 5.7414 |
| Kurtosis | 107.7084 |
| Coefficient of Variation | 1.5084 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 24.0 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 4 |
| 4th row | 2 |
| 5th row | 5 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 381109 |
numerical
| Approximate Distinct Count | 196 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5.8 MB |
| Mean | 30564.3896 |
| Minimum | 20003 |
| Maximum | 54171.3333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 20003 |
|---|---|
| 5-th Percentile | 27125.7589 |
| Q1 | 29676.1469 |
| Median | 30803.9148 |
| Q3 | 31532.6507 |
| 95-th Percentile | 34002.1991 |
| Maximum | 54171.3333 |
| Range | 34168.3333 |
| IQR | 1856.5037 |
| Mean | 30564.3896 |
|---|---|
| Standard Deviation | 1867.5044 |
| Variance | 3.4876e+06 |
| Sum | 1.1648e+10 |
| Skewness | -0.1286 |
| Kurtosis | 0.5343 |
| Coefficient of Variation | 0.0611 |